| Version | Num Layers | Dropout | Optimizer | Batch Size | Epoch | Loss | Accuracy | Loss Graph | Accuracy Graph | Confusion Matrix | ROC Curve |
|---|
| v1u | 2 | 0.5 | rmsprop | 64 | 15 | 0.7206525802612305 | 0.706250011920929 |  |  |  |  |
| v1u | 2 | 0.5 | rmsprop | 64 | 20 | 0.7276092171669006 | 0.8104166388511658 |  |  |  |  |
| v1u | 2 | 0.5 | rmsprop | 128 | 15 | 0.6305121779441833 | 0.6812499761581421 |  |  |  |  |
| v1u | 2 | 0.5 | rmsprop | 128 | 20 | 0.5209880471229553 | 0.800000011920929 |  |  |  |  |
| v1u | 2 | 0.5 | adam | 64 | 15 | 0.6731077432632446 | 0.768750011920929 |  |  |  |  |
| v1u | 2 | 0.5 | adam | 64 | 20 | 0.9365020394325256 | 0.71875 |  |  |  |  |
| v1u | 2 | 0.5 | adam | 128 | 15 | 0.5466899871826172 | 0.800000011920929 |  |  |  |  |
| v1u | 2 | 0.5 | adam | 128 | 20 | 0.6849250197410583 | 0.8020833134651184 |  |  |  |  |
| v1u | 2 | 0.8 | rmsprop | 64 | 15 | 0.47976163029670715 | 0.7770833373069763 |  |  |  |  |
| v1u | 2 | 0.8 | rmsprop | 64 | 20 | 0.6834119558334351 | 0.731249988079071 |  |  |  |  |
| v1u | 2 | 0.8 | rmsprop | 128 | 15 | 0.5017422437667847 | 0.7520833611488342 |  |  |  |  |
| v1u | 2 | 0.8 | rmsprop | 128 | 20 | 0.6150542497634888 | 0.706250011920929 |  |  |  |  |
| v1u | 2 | 0.8 | adam | 64 | 15 | 0.5021200776100159 | 0.7958333492279053 |  |  |  |  |
| v1u | 2 | 0.8 | adam | 64 | 20 | 0.3959665894508362 | 0.8500000238418579 |  |  |  |  |
| v1u | 2 | 0.8 | adam | 128 | 15 | 0.42348119616508484 | 0.7833333611488342 |  |  |  |  |
| v1u | 2 | 0.8 | adam | 128 | 20 | 0.4089401662349701 | 0.8145833611488342 |  |  |  |  |
| v2u | 2 | 0.5 | rmsprop | 64 | 15 | 0.8717330098152161 | 0.7583333253860474 |  |  |  |  |
| v2u | 2 | 0.5 | rmsprop | 64 | 20 | 1.2587348222732544 | 0.6625000238418579 |  |  |  |  |
| v2u | 2 | 0.5 | rmsprop | 128 | 15 | 0.7891445159912109 | 0.5729166865348816 |  |  |  |  |
| v2u | 2 | 0.5 | rmsprop | 128 | 20 | 0.7902187705039978 | 0.6916666626930237 |  |  |  |  |
| v2u | 2 | 0.5 | adam | 64 | 15 | 1.0729550123214722 | 0.7291666865348816 |  |  |  |  |
| v2u | 2 | 0.5 | adam | 64 | 20 | 1.074422001838684 | 0.6916666626930237 |  |  |  |  |
| v2u | 2 | 0.5 | adam | 128 | 15 | 0.8845506906509399 | 0.75 |  |  |  |  |
| v2u | 2 | 0.5 | adam | 128 | 20 | 1.0362260341644287 | 0.7416666746139526 |  |  |  |  |
| v2u | 2 | 0.8 | rmsprop | 64 | 15 | 0.4482503831386566 | 0.8229166865348816 |  |  |  |  |
| v2u | 2 | 0.8 | rmsprop | 64 | 20 | 0.40709206461906433 | 0.8145833611488342 |  |  |  |  |
| v2u | 2 | 0.8 | rmsprop | 128 | 15 | 0.5709505081176758 | 0.7083333134651184 |  |  |  |  |
| v2u | 2 | 0.8 | rmsprop | 128 | 20 | 0.5232480764389038 | 0.737500011920929 |  |  |  |  |
| v2u | 2 | 0.8 | adam | 64 | 15 | 0.5418845415115356 | 0.7458333373069763 |  |  |  |  |
| v2u | 2 | 0.8 | adam | 64 | 20 | 0.48724934458732605 | 0.8291666507720947 |  |  |  |  |
| v2u | 2 | 0.8 | adam | 128 | 15 | 0.46932971477508545 | 0.7729166746139526 |  |  |  |  |
| v2u | 2 | 0.8 | adam | 128 | 20 | 0.5141359567642212 | 0.7916666865348816 |  |  |  |  |
| v3u | 2 | 0.5 | rmsprop | 64 | 15 | 0.707133412361145 | 0.7291666865348816 |  |  |  |  |
| v3u | 2 | 0.5 | rmsprop | 64 | 20 | 1.2567775249481201 | 0.7354166507720947 |  |  |  |  |
| v3u | 2 | 0.5 | rmsprop | 128 | 15 | 0.5450576543807983 | 0.7354166507720947 |  |  |  |  |
| v3u | 2 | 0.5 | rmsprop | 128 | 20 | 0.6383367776870728 | 0.768750011920929 |  |  |  |  |
| v3u | 2 | 0.5 | adam | 64 | 15 | 0.8474493622779846 | 0.7875000238418579 |  |  |  |  |
| v3u | 2 | 0.5 | adam | 64 | 20 | 0.7935724854469299 | 0.8187500238418579 |  |  |  |  |
| v3u | 2 | 0.5 | adam | 128 | 15 | 0.526528537273407 | 0.8166666626930237 |  |  |  |  |
| v3u | 2 | 0.5 | adam | 128 | 20 | 0.6775973439216614 | 0.7979166507720947 |  |  |  |  |
| v3u | 2 | 0.8 | rmsprop | 64 | 15 | 0.4173935651779175 | 0.8020833134651184 |  |  |  |  |
| v3u | 2 | 0.8 | rmsprop | 64 | 20 | 0.4493030607700348 | 0.8125 |  |  |  |  |
| v3u | 2 | 0.8 | rmsprop | 128 | 15 | 0.5052239894866943 | 0.7520833611488342 |  |  |  |  |
| v3u | 2 | 0.8 | rmsprop | 128 | 20 | 0.5447131991386414 | 0.7479166388511658 |  |  |  |  |
| v3u | 2 | 0.8 | adam | 64 | 15 | 0.4370318651199341 | 0.84375 |  |  |  |  |
| v3u | 2 | 0.8 | adam | 64 | 20 | 0.44923245906829834 | 0.8333333134651184 |  |  |  |  |
| v3u | 2 | 0.8 | adam | 128 | 15 | 0.3786930441856384 | 0.8374999761581421 |  |  |  |  |
| v3u | 2 | 0.8 | adam | 128 | 20 | 0.5052944421768188 | 0.8187500238418579 |  |  |  |  |